Basic Statistics
Raw Counts
| Rows |
336,776 |
| Columns |
37 |
| Discrete columns |
20 |
| Continuous columns |
17 |
| All missing columns |
0 |
| Missing observations |
473,357 |
| Complete Rows |
267,789 |
| Total observations |
12,460,712 |
| Memory allocation |
78.9 Mb |
Percentages

Missing Data Profile

Univariate Distribution
Histogram


Bar Chart (with frequency)
## 7 columns ignored with more than 50 categories.
## dest: 105 categories
## tailnum: 4044 categories
## flight: 3844 categories
## minute: 60 categories
## time_hour: 6936 categories
## model: 128 categories
## name: 102 categories


QQ Plot
## Warning: Removed 289 rows containing non-finite values (stat_qq).
## Warning: Removed 289 rows containing non-finite values (stat_qq_line).

## Warning: Removed 358 rows containing non-finite values (stat_qq).
## Warning: Removed 358 rows containing non-finite values (stat_qq_line).

QQ Plot (by arr_delay)
## Warning: Removed 475 rows containing non-finite values (stat_qq).
## Warning: Removed 475 rows containing non-finite values (stat_qq_line).

## Warning: Removed 231 rows containing non-finite values (stat_qq).
## Warning: Removed 231 rows containing non-finite values (stat_qq_line).

Correlation Analysis
## 9 features with more than 20 categories ignored!
## dest: 100 categories
## tailnum: 3246 categories
## day: 31 categories
## flight: 3773 categories
## minute: 60 categories
## time_hour: 6642 categories
## manufacturer: 25 categories
## model: 121 categories
## name: 100 categories

Bivariate Distribution
Boxplot (by arr_delay)
## Warning: Removed 197777 rows containing non-finite values (stat_boxplot).

## Warning: Removed 22806 rows containing non-finite values (stat_boxplot).

Scatterplot (by arr_delay)
## Warning: Removed 243 rows containing missing values (geom_point).

## Warning: Removed 243 rows containing missing values (geom_point).

## Warning: Removed 243 rows containing missing values (geom_point).

## Warning: Removed 243 rows containing missing values (geom_point).
